Projects

SunLoom RiceDry+

A solar-powered, IoT-integrated rice dryer with real-time sensors and AI-based moisture prediction. Designed to automate and optimize rice drying using both solar and AC power, with a digital interface for environmental monitoring and control.

Isolation Forest and PCA-Based Anomaly Detection

Developed an algorithm using Isolation Forest and Principal Component Analysis to detect and remove anomalies in rainfall and water level datasets, improving data reliability for hydrological systems.

Student Performance Data Analysis

Analyzed academic and background data from two Portuguese public schools to identify factors influencing student grades. Tasks included filtering and cleaning data, handling missing values, and converting text to numerical formats to support actionable insights for education improvement.

View in Google Sheets

Data Analyst Jobs (2023) Analysis

Summarized and visualized job application data to optimize the online recruitment process. Analyzed total and average monthly applications and identified peak and low application periods to inform decision-making in agency operations.

View in Google Sheets